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天池前一段时间的一个遥感图像识别的竞赛,初赛正常参加了,复赛过年时间在家没来得及做,最终成绩为47,分享出来请大家批评指教
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
BERT for Multitask Learning
在Keras下微调Bert的一些例子;some examples of bert in keras
CCKS2020面向金融领域的小样本跨类迁移事件抽取baseline
“英特尔创新大师杯”深度学习挑战赛 赛道3:CCKS2021中文NLP地址相关性任务
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
100+ Chinese Word Vectors 上百种预训练中文词向量
yolo3+ocr
A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph,本项目提出了中文复合事件的概念与显式模式,包括条件事件、因果事件、顺承事件、反转事件等事件抽取,并形成事理图谱。
基于深度学习的开源中文关系抽取框架
天池中药说明书实体识别挑战冠军方案;中文命名实体识别;NER; BERT-CRF & BERT-SPAN & BERT-MRC;Pytorch
基于虚拟仿真环境下的自动驾驶交通标志识别 Datafountain 平台上的一个竞赛,最终成绩为0.986,25th。前排大佬都能做到0.996+了,膜拜学习一下
Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering
小型金融知识图谱构建流程
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 的简单Demo, 模型采用BERT+CNN ( https://github.com/Wangpeiyi9979/IE-Bert-CNN )。 Demo使用Flask搭建
Joint Extraction of Entities and Relations Based on cnn+rnn
Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
2019年百度的三元组抽取比赛,“科学空间队”源码
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
novel deep learning research works with PaddlePaddle
using bilstm-crf,bert and other methods to do sequence tagging task
Boosting your Web Services of Deep Learning Applications.
sentence embedding by Smooth Inverse Frequency weighting scheme
大规模语义理解数据集。可用于无监督对比学习、半监督学习等构建中文领域效果最好的预训练模型
文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.